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» Self-Supervised Chinese Word Segmentation

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IDA
2001
Springer

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Self-Supervised Chinese Word Segmentation

13 years 11 months ago

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Abstract. We propose a new unsupervised training method for acquiring probability models that accurately segment Chinese character sequences into words. By constructing a core lexi...

Fuchun Peng, Dale Schuurmans

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ACL
2009

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An Error-Driven Word-Character Hybrid Model for Joint Chinese Word Segmentation and POS Tagging

13 years 4 months ago

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In this paper, we present a discriminative word-character hybrid model for joint Chinese word segmentation and POS tagging. Our word-character hybrid model offers high performance...

Canasai Kruengkrai, Kiyotaka Uchimoto, Jun'ichi Ka...

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ACL
2012

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Fast Online Training with Frequency-Adaptive Learning Rates for Chinese Word Segmentation and New Word Detection

11 years 9 months ago

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We present a joint model for Chinese word segmentation and new word detection. We present high dimensional new features, including word-based features and enriched edge (label-tra...

Xu Sun, Houfeng Wang, Wenjie Li

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ACL
2011

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Parsing the Internal Structure of Words: A New Paradigm for Chinese Word Segmentation

12 years 10 months ago